Split (1)

train · 50k rows

gender stringclasses 6 values	sexual_orientation stringclasses 8 values	location_type stringclasses 6 values	income_bracket stringclasses 7 values	education_level stringclasses 9 values	interest_tags stringlengths 13 49	app_usage_time_min stringclasses 301 values	app_usage_time_label stringclasses 7 values	swipe_right_ratio stringclasses 101 values	swipe_right_label stringclasses 4 values	likes_received stringclasses 201 values	mutual_matches stringclasses 31 values	profile_pics_count stringclasses 7 values	bio_length stringclasses 501 values	message_sent_count stringclasses 101 values	emoji_usage_rate stringclasses 93 values	last_active_hour stringclasses 24 values	swipe_time_of_day stringclasses 6 values	match_outcome stringclasses 10 values	age stringclasses 42 values	height_cm stringclasses 56 values	weight_kg stringclasses 769 values	zodiac_sign stringclasses 12 values	body_type stringclasses 6 values	relationship_intent stringclasses 6 values
Non-binary	Queer	Rural	Lower-Middle	MBA	Writing, Meditation, Social Activism	76	High	0.38	Balanced	95	0	3	219	24	0.12	7	Evening	Blocked	59	176	92.6	Taurus	Muscular	Friends Only
Transgender	Pansexual	Suburban	Lower-Middle	Associate’s	Gardening, Photography, Pets	50	Moderate	0.39	Balanced	74	12	1	27	63	0.61	1	After Midnight	Mutual Match	53	170	52.9	Aquarius	Curvy	Exploring
Genderfluid	Asexual	Small Town	Low	No Formal Education	Spirituality, Anime, Crafting	276	Extreme User	0.53	Optimistic	100	6	1	122	8	0.45	1	Morning	Chat Ignored	41	169	78.0	Leo	Plus Size	Hookups
Non-binary	Asexual	Metro	Lower-Middle	PhD	Spirituality, MMA, Coding	102	High	0.43	Optimistic	101	12	3	116	41	0.19	4	Early Morning	Chat Ignored	39	159	70.3	Cancer	Athletic	Exploring
Male	Bisexual	Rural	Very Low	Diploma	Investing, Meditation, Clubbing	143	Addicted	0.48	Optimistic	199	0	4	108	97	0.13	21	Late Night	Blocked	49	155	53.6	Leo	Plus Size	Casual Dating
Non-binary	Demisexual	Rural	Middle	Associate’s	Cars, Politics, History	172	Addicted	0.47	Optimistic	99	5	6	53	94	0.14	10	Afternoon	Ghosted	32	196	110.6	Libra	Curvy	Friends Only
Prefer Not to Say	Demisexual	Suburban	Very High	MBA	Clubbing, Reading, Stand-up Comedy	275	Extreme User	0.22	Balanced	154	26	5	456	20	0.11	13	After Midnight	Date Happened	42	157	64.6	Capricorn	Curvy	Serious Relationship
Male	Gay	Suburban	Middle	High School	Meditation, Reading, Poetry	198	Extreme User	0.38	Balanced	112	7	1	405	18	0.48	3	After Midnight	Date Happened	34	171	84.5	Capricorn	Plus Size	Exploring
Prefer Not to Say	Queer	Rural	Upper-Middle	Bachelor’s	Cooking, Memes, Spirituality	249	Extreme User	0.57	Optimistic	122	23	1	12	98	0.19	8	Afternoon	Blocked	44	178	71.6	Cancer	Curvy	Exploring
Female	Queer	Remote Area	Very High	MBA	Meditation, Clubbing, Startups	51	Moderate	0.36	Balanced	178	13	1	235	51	0.42	4	Afternoon	Blocked	50	178	92.8	Taurus	Slim	Casual Dating
Genderfluid	Demisexual	Remote Area	Very Low	MBA	Politics, Dancing, Clubbing	271	Extreme User	0.5	Optimistic	44	6	5	110	81	0.47	23	Late Night	Catfished	37	162	61.7	Libra	Muscular	Serious Relationship
Male	Queer	Small Town	Middle	Associate’s	K-pop, Podcasts, Cars	214	Extreme User	0.38	Balanced	56	19	1	38	13	0.24	16	Evening	Relationship Formed	36	177	73.6	Aquarius	Slim	Casual Dating
Male	Demisexual	Suburban	Middle	Postdoc	Skating, Running, Politics	168	Addicted	0.53	Optimistic	189	21	0	475	6	0.28	11	After Midnight	Catfished	56	168	83.8	Aquarius	Athletic	Casual Dating
Transgender	Bisexual	Rural	Lower-Middle	MBA	Stand-up Comedy, Astrology, Hiking	18	Low	0.22	Balanced	158	9	3	315	86	0.17	8	Evening	Catfished	50	189	106.8	Scorpio	Muscular	Serious Relationship
Female	Bisexual	Remote Area	Middle	High School	DIY, Poetry, Yoga	20	Low	0.81	Swipe Maniac	139	14	4	454	16	0.27	18	Evening	Relationship Formed	54	168	69.1	Sagittarius	Muscular	Networking
Transgender	Bisexual	Remote Area	Very High	MBA	Tattoos, Sneaker Culture, Gardening	231	Extreme User	0.75	Swipe Maniac	109	7	4	192	49	0.24	7	Afternoon	Ghosted	49	193	109.5	Libra	Muscular	Friends Only
Transgender	Bisexual	Metro	Very Low	No Formal Education	Running, Cars, Hiking	131	Addicted	0.59	Optimistic	2	2	4	141	14	0.41	22	Morning	Relationship Formed	43	146	44.3	Aries	Average	Casual Dating
Female	Straight	Urban	Very Low	PhD	Foodie, Yoga, Painting	67	High	0.7	Swipe Maniac	1	1	4	6	63	0.11	15	After Midnight	Catfished	33	177	67.4	Gemini	Muscular	Friends Only
Prefer Not to Say	Demisexual	Urban	Upper-Middle	Diploma	Cars, Poetry, Parenting	35	Moderate	0.46	Optimistic	106	13	2	20	21	0.14	17	After Midnight	Mutual Match	27	157	61.1	Leo	Curvy	Casual Dating
Female	Straight	Suburban	Low	Diploma	MMA, Memes, Coding	198	Extreme User	0.28	Balanced	110	2	5	211	41	0.59	2	Evening	Instant Match	26	161	65.6	Sagittarius	Muscular	Networking
Genderfluid	Demisexual	Metro	Middle	Diploma	Binge-Watching, Writing, Gardening	26	Low	0.7	Swipe Maniac	76	29	1	278	67	0.24	6	Morning	Catfished	51	152	65.8	Leo	Curvy	Friends Only
Female	Bisexual	Remote Area	High	Postdoc	Spirituality, Music, History	295	Extreme User	0.45	Optimistic	182	3	1	396	50	0.27	19	Early Morning	Date Happened	45	181	78.0	Sagittarius	Plus Size	Exploring
Transgender	Pansexual	Small Town	Upper-Middle	Master’s	Running, Coding, Anime	227	Extreme User	0.58	Optimistic	53	26	2	290	70	0.31	8	Early Morning	Date Happened	37	145	51.3	Aries	Curvy	Hookups
Male	Asexual	Rural	Middle	Diploma	Gaming, Crafting, History	68	High	0.91	Swipe Maniac	110	8	6	447	49	0.32	22	Afternoon	Ghosted	48	191	94.5	Libra	Slim	Networking
Genderfluid	Demisexual	Metro	High	Bachelor’s	Skating, Photography, Investing	39	Moderate	0.51	Optimistic	179	13	3	276	5	0.22	15	Morning	One-sided Like	42	169	58.6	Gemini	Slim	Casual Dating
Prefer Not to Say	Straight	Urban	Very Low	PhD	Makeup, Skating, Binge-Watching	196	Extreme User	0.51	Optimistic	171	1	0	91	20	0.52	0	Early Morning	Blocked	40	181	81.9	Sagittarius	Plus Size	Networking
Prefer Not to Say	Demisexual	Rural	Very High	Diploma	Tech, Investing, Anime	69	High	0.31	Balanced	63	10	2	92	18	0.15	0	Late Night	No Action	38	164	76.9	Sagittarius	Average	Networking
Male	Lesbian	Rural	Lower-Middle	MBA	Pets, Podcasts, Movies	75	High	0.45	Optimistic	189	28	0	86	46	0.33	8	After Midnight	Mutual Match	24	196	77.6	Capricorn	Curvy	Casual Dating
Genderfluid	Pansexual	Urban	Very Low	Associate’s	Makeup, Binge-Watching, Astrology	133	Addicted	0.38	Balanced	89	5	2	355	40	0.16	3	Evening	Chat Ignored	37	167	68.6	Cancer	Curvy	Hookups
Non-binary	Demisexual	Remote Area	Upper-Middle	Postdoc	Politics, Poetry, Memes	165	Addicted	0.22	Balanced	6	6	4	335	22	0.54	13	Morning	Relationship Formed	49	147	56.8	Capricorn	Plus Size	Casual Dating
Genderfluid	Queer	Rural	High	PhD	Yoga, Gaming, Tattoos	98	High	0.43	Optimistic	182	28	0	146	88	0.17	6	Early Morning	Chat Ignored	47	160	68.4	Aquarius	Slim	Casual Dating
Male	Pansexual	Suburban	Very High	Diploma	Investing, Cars, Stand-up Comedy	295	Extreme User	0.13	Choosy	159	9	3	20	76	0.12	21	Late Night	Mutual Match	52	179	62.5	Aquarius	Athletic	Networking
Transgender	Gay	Small Town	Upper-Middle	Diploma	Politics, Skating, Cooking	30	Moderate	0.61	Optimistic	66	9	4	30	63	0.27	3	After Midnight	One-sided Like	33	189	96.1	Aquarius	Muscular	Serious Relationship
Female	Demisexual	Rural	Middle	Postdoc	History, Gaming, DIY	272	Extreme User	0.66	Optimistic	135	14	4	160	68	0.48	0	Morning	Catfished	21	176	84.9	Taurus	Muscular	Friends Only
Male	Lesbian	Remote Area	Very High	PhD	Skating, History, Dancing	172	Addicted	0.14	Choosy	48	30	5	277	95	0.11	15	Afternoon	One-sided Like	49	165	68.9	Leo	Muscular	Serious Relationship
Prefer Not to Say	Asexual	Suburban	High	Bachelor’s	Pets, Makeup, Running	27	Low	0.14	Choosy	58	18	5	461	59	0.43	23	Evening	Blocked	29	169	68.8	Pisces	Plus Size	Hookups
Female	Straight	Urban	Lower-Middle	High School	Spirituality, K-pop, Fashion	84	High	0.34	Balanced	167	29	6	355	53	0.25	23	After Midnight	Catfished	53	194	73.4	Gemini	Athletic	Casual Dating
Non-binary	Pansexual	Urban	Very High	No Formal Education	Spirituality, Traveling, Tech	72	High	0.66	Optimistic	3	0	5	445	87	0.1	17	Evening	Instant Match	54	194	84.3	Sagittarius	Athletic	Friends Only
Genderfluid	Demisexual	Suburban	High	Associate’s	Politics, Spirituality, Languages	248	Extreme User	0.56	Optimistic	134	2	4	117	38	0.03	5	Early Morning	One-sided Like	51	158	66.4	Gemini	Average	Casual Dating
Non-binary	Queer	Remote Area	Lower-Middle	MBA	Clubbing, Foodie, Gardening	112	High	0.36	Balanced	43	22	2	43	90	0.05	20	Afternoon	One-sided Like	18	151	43.1	Aries	Average	Serious Relationship
Non-binary	Demisexual	Urban	Middle	Associate’s	Reading, Pets, Art	115	High	0.29	Balanced	38	3	5	297	58	0.55	18	Morning	No Action	49	172	67.2	Virgo	Plus Size	Casual Dating
Transgender	Demisexual	Urban	Middle	Bachelor’s	Gaming, Politics, Foodie	104	High	0.41	Optimistic	181	1	0	393	42	0.03	12	Late Night	No Action	32	163	57.9	Libra	Muscular	Serious Relationship
Male	Queer	Suburban	Middle	Associate’s	Art, Gaming, Binge-Watching	289	Extreme User	0.79	Swipe Maniac	125	25	2	134	14	0.48	7	Morning	Chat Ignored	33	172	79.6	Pisces	Curvy	Exploring
Female	Straight	Remote Area	Very Low	Master’s	Gaming, Languages, Social Activism	296	Extreme User	0.32	Balanced	33	4	4	258	25	0.05	1	Late Night	Ghosted	28	189	91.1	Scorpio	Plus Size	Hookups
Female	Gay	Suburban	Low	PhD	Music, Spirituality, K-pop	164	Addicted	0.54	Optimistic	179	1	1	331	65	0.1	13	Early Morning	Date Happened	49	168	73.1	Gemini	Average	Casual Dating
Female	Pansexual	Suburban	Very Low	MBA	Traveling, Investing, Clubbing	96	High	0.76	Swipe Maniac	197	8	2	63	17	0.6	18	Afternoon	One-sided Like	56	181	90.4	Aquarius	Slim	Serious Relationship
Genderfluid	Queer	Remote Area	High	Diploma	Painting, Tattoos, Astrology	170	Addicted	0.43	Optimistic	138	12	3	319	92	0.31	7	Early Morning	Chat Ignored	54	162	70.6	Aquarius	Average	Hookups
Male	Lesbian	Metro	Upper-Middle	MBA	Fashion, Tattoos, Parenting	151	Addicted	0.4	Optimistic	136	29	3	417	53	0.36	11	After Midnight	Chat Ignored	26	168	53.9	Scorpio	Average	Serious Relationship
Prefer Not to Say	Gay	Suburban	Upper-Middle	No Formal Education	Poetry, Startups, Writing	162	Addicted	0.62	Optimistic	200	24	1	452	15	0.29	3	Early Morning	Catfished	21	186	96.2	Libra	Athletic	Networking
Non-binary	Bisexual	Urban	Middle	High School	Astrology, DIY, Binge-Watching	241	Extreme User	0.27	Balanced	183	17	5	172	78	0.31	14	Early Morning	Blocked	39	172	57.1	Libra	Athletic	Serious Relationship
Non-binary	Gay	Urban	Very High	Diploma	Startups, Yoga, Podcasts	274	Extreme User	0.83	Swipe Maniac	175	26	4	34	1	0.28	8	Morning	Blocked	43	178	84.0	Libra	Athletic	Networking
Genderfluid	Asexual	Remote Area	Low	Bachelor’s	Running, History, Binge-Watching	163	Addicted	0.11	Choosy	176	26	2	148	45	0.5	1	Late Night	Instant Match	56	170	75.7	Sagittarius	Athletic	Casual Dating
Non-binary	Pansexual	Small Town	Upper-Middle	Master’s	Startups, Investing, Podcasts	22	Low	0.34	Balanced	99	18	0	156	30	0.12	18	Late Night	Date Happened	53	169	58.3	Taurus	Curvy	Friends Only
Genderfluid	Pansexual	Small Town	High	Postdoc	Memes, Art, Hiking	202	Extreme User	0.81	Swipe Maniac	9	2	6	198	74	0.08	1	Late Night	Instant Match	33	180	65.4	Virgo	Curvy	Exploring
Genderfluid	Pansexual	Urban	Lower-Middle	Diploma	Movies, Makeup, Stand-up Comedy	293	Extreme User	0.64	Optimistic	158	0	1	468	0	0.33	15	Evening	Date Happened	54	200	116.8	Pisces	Plus Size	Friends Only
Female	Straight	Small Town	Upper-Middle	High School	Astrology, Politics, Music	83	High	0.82	Swipe Maniac	148	7	1	103	49	0.18	14	Evening	Mutual Match	18	187	72.4	Libra	Plus Size	Friends Only
Non-binary	Lesbian	Small Town	Middle	Diploma	Writing, Politics, Painting	157	Addicted	0.47	Optimistic	25	22	6	73	89	0.04	14	Late Night	One-sided Like	23	157	59.9	Aquarius	Athletic	Exploring
Female	Lesbian	Rural	Low	Associate’s	Traveling, Motorcycling, Writing	266	Extreme User	0.62	Optimistic	193	17	4	400	33	0.4	20	After Midnight	Mutual Match	45	171	83.9	Gemini	Athletic	Casual Dating
Non-binary	Gay	Metro	Low	PhD	Art, Pets, Traveling	49	Moderate	0.35	Balanced	32	21	6	57	11	0.17	23	Afternoon	No Action	39	150	59.2	Sagittarius	Plus Size	Hookups
Prefer Not to Say	Pansexual	Rural	High	Postdoc	Crafting, Writing, Hiking	74	High	0.39	Balanced	173	9	6	208	89	0.37	2	Early Morning	One-sided Like	49	190	74.0	Capricorn	Plus Size	Friends Only
Transgender	Gay	Urban	Middle	High School	Fitness, Skating, Gardening	297	Extreme User	0.64	Optimistic	190	15	1	7	79	0.11	20	After Midnight	Instant Match	35	184	74.8	Sagittarius	Slim	Serious Relationship
Male	Pansexual	Remote Area	Very High	MBA	Hiking, Running, Fashion	252	Extreme User	0.5	Optimistic	44	1	2	20	31	0.28	20	Morning	No Action	52	191	79.2	Aries	Curvy	Casual Dating
Male	Pansexual	Rural	Very Low	High School	Anime, Cooking, Running	284	Extreme User	0.63	Optimistic	87	30	3	492	90	0.16	20	Morning	No Action	49	156	46.5	Sagittarius	Athletic	Hookups
Female	Demisexual	Urban	Lower-Middle	Master’s	Cars, Dancing, Reading	80	High	0.62	Optimistic	153	0	2	122	10	0.25	5	Late Night	Chat Ignored	44	178	76.0	Sagittarius	Plus Size	Serious Relationship
Genderfluid	Demisexual	Metro	Middle	PhD	Writing, DIY, Coding	204	Extreme User	0.53	Optimistic	156	30	6	417	64	0.09	21	Morning	Chat Ignored	22	173	85.0	Sagittarius	Plus Size	Hookups
Female	Bisexual	Suburban	Very Low	Bachelor’s	Stand-up Comedy, Sneaker Culture, Movies	208	Extreme User	0.21	Balanced	129	26	2	97	10	0.41	18	Late Night	Catfished	44	191	104.3	Libra	Plus Size	Friends Only
Male	Queer	Urban	Very Low	Bachelor’s	DIY, Photography, Investing	240	Extreme User	0.55	Optimistic	14	12	5	361	20	0.27	15	After Midnight	Blocked	22	163	72.5	Gemini	Slim	Networking
Genderfluid	Lesbian	Rural	Very High	MBA	Clubbing, Painting, Politics	45	Moderate	0.4	Optimistic	78	22	6	198	35	0.14	5	Afternoon	Mutual Match	28	185	63.0	Cancer	Slim	Exploring
Genderfluid	Lesbian	Suburban	Low	Bachelor’s	Podcasts, Fashion, History	210	Extreme User	0.1	Choosy	146	13	6	320	92	0.43	9	After Midnight	Date Happened	23	183	70.7	Aries	Muscular	Casual Dating
Prefer Not to Say	Queer	Suburban	Low	Associate’s	Gardening, Anime, Spirituality	84	High	0.59	Optimistic	154	5	5	44	31	0.47	7	Morning	No Action	48	179	92.3	Gemini	Curvy	Exploring
Male	Demisexual	Urban	Upper-Middle	MBA	MMA, History, Social Activism	147	Addicted	0.23	Balanced	103	0	2	202	75	0.58	4	Evening	No Action	43	178	71.6	Sagittarius	Muscular	Networking
Non-binary	Straight	Rural	High	MBA	History, Writing, K-pop	268	Extreme User	0.54	Optimistic	42	12	0	464	54	0.18	23	Late Night	One-sided Like	22	168	53.1	Sagittarius	Muscular	Casual Dating
Female	Pansexual	Suburban	High	Postdoc	MMA, Crafting, Cooking	79	High	0.43	Optimistic	195	10	4	476	6	0.23	5	Afternoon	Chat Ignored	51	171	73.1	Scorpio	Average	Friends Only
Female	Gay	Small Town	Middle	Bachelor’s	Skating, Board Games, Gaming	153	Addicted	0.13	Choosy	187	9	0	152	18	0.07	8	Early Morning	No Action	28	188	104.3	Aquarius	Slim	Casual Dating
Female	Demisexual	Rural	Middle	Diploma	Board Games, Cooking, Binge-Watching	28	Low	0.56	Optimistic	65	12	2	126	3	0.2	23	Early Morning	Date Happened	30	167	82.3	Libra	Athletic	Exploring
Female	Pansexual	Metro	Middle	MBA	Motorcycling, Hiking, Writing	111	High	0.15	Choosy	18	6	4	360	61	0.31	16	Morning	Date Happened	26	200	103.2	Gemini	Plus Size	Casual Dating
Non-binary	Queer	Metro	Middle	Associate’s	Gardening, Skating, Tattoos	246	Extreme User	0.49	Optimistic	47	9	6	381	22	0.1	8	Morning	Date Happened	32	187	65.4	Scorpio	Slim	Friends Only
Genderfluid	Pansexual	Remote Area	Very Low	Diploma	Painting, K-pop, Gardening	211	Extreme User	0.37	Balanced	197	29	6	54	17	0.42	23	Late Night	Ghosted	26	170	83.2	Scorpio	Muscular	Exploring
Transgender	Gay	Suburban	Lower-Middle	Postdoc	Clubbing, Running, Startups	290	Extreme User	0.55	Optimistic	153	27	2	337	64	0.28	2	Late Night	No Action	29	183	63.0	Leo	Plus Size	Exploring
Prefer Not to Say	Straight	Metro	High	Postdoc	Photography, Pets, Clubbing	177	Addicted	0.69	Optimistic	102	30	0	370	1	0.26	9	Early Morning	Relationship Formed	45	149	50.8	Capricorn	Slim	Casual Dating
Transgender	Queer	Suburban	Low	Master’s	Stand-up Comedy, Binge-Watching, Investing	136	Addicted	0.46	Optimistic	133	2	0	193	20	0.25	8	Evening	One-sided Like	25	168	53.3	Virgo	Average	Networking
Transgender	Asexual	Metro	Upper-Middle	Associate’s	Podcasts, Crafting, Motorcycling	274	Extreme User	0.56	Optimistic	189	13	2	35	23	0.61	0	Afternoon	No Action	27	154	47.7	Capricorn	Curvy	Networking
Male	Asexual	Suburban	Upper-Middle	No Formal Education	Tattoos, Skating, Investing	215	Extreme User	0.32	Balanced	192	9	3	392	61	0.36	0	Early Morning	Chat Ignored	44	154	67.1	Leo	Average	Serious Relationship
Genderfluid	Demisexual	Suburban	Very Low	Diploma	K-pop, Fitness, Fashion	194	Extreme User	0.86	Swipe Maniac	32	15	0	204	47	0.48	7	After Midnight	Relationship Formed	45	171	57.6	Sagittarius	Average	Networking
Male	Bisexual	Metro	Upper-Middle	Master’s	DIY, Motorcycling, Traveling	103	High	0.02	Choosy	83	9	6	115	46	0.12	20	Early Morning	Ghosted	53	173	65.5	Aquarius	Average	Hookups
Genderfluid	Straight	Rural	Lower-Middle	Postdoc	Makeup, Poetry, Politics	282	Extreme User	0.49	Optimistic	90	26	4	475	46	0.25	4	Afternoon	Mutual Match	42	191	89.7	Libra	Curvy	Casual Dating
Non-binary	Straight	Urban	Lower-Middle	Master’s	Reading, Sneaker Culture, Music	204	Extreme User	0.2	Balanced	164	12	6	208	1	0.71	11	Late Night	Relationship Formed	58	159	51.3	Libra	Curvy	Exploring
Male	Asexual	Small Town	Low	Bachelor’s	Tech, Meditation, Podcasts	257	Extreme User	0.29	Balanced	21	10	4	320	65	0.08	7	Morning	Ghosted	56	162	50.7	Sagittarius	Average	Friends Only
Non-binary	Queer	Urban	Low	High School	Movies, Poetry, Painting	199	Extreme User	0.74	Swipe Maniac	103	21	6	22	20	0.18	17	Late Night	Ghosted	41	172	67.7	Libra	Curvy	Hookups
Genderfluid	Gay	Rural	Upper-Middle	Postdoc	Startups, Binge-Watching, Writing	222	Extreme User	0.72	Swipe Maniac	168	18	5	436	12	0.22	22	Evening	Relationship Formed	19	185	101.3	Aquarius	Average	Serious Relationship
Male	Asexual	Rural	High	Postdoc	Motorcycling, Fashion, DIY	44	Moderate	0.75	Swipe Maniac	189	24	0	161	30	0.3	17	Morning	Blocked	32	198	92.1	Taurus	Slim	Friends Only
Transgender	Demisexual	Remote Area	Very High	Bachelor’s	Coding, Meditation, Fashion	144	Addicted	0.62	Optimistic	119	22	2	117	6	0.7	7	Afternoon	Ghosted	58	174	57.8	Cancer	Curvy	Casual Dating
Transgender	Queer	Small Town	High	Bachelor’s	Astrology, Binge-Watching, Board Games	33	Moderate	0.47	Optimistic	27	24	2	477	44	0.49	12	Late Night	One-sided Like	21	195	105.7	Pisces	Muscular	Exploring
Transgender	Straight	Small Town	Middle	Bachelor’s	K-pop, Gaming, Cars	224	Extreme User	0.4	Optimistic	130	15	6	219	53	0.14	0	After Midnight	One-sided Like	35	188	98.3	Libra	Average	Serious Relationship
Transgender	Lesbian	Remote Area	Upper-Middle	MBA	Movies, Coding, Sneaker Culture	241	Extreme User	0.54	Optimistic	58	0	3	149	69	0.47	23	Early Morning	Ghosted	43	167	52.7	Libra	Muscular	Serious Relationship
Transgender	Queer	Remote Area	High	Diploma	Gardening, Fashion, Hiking	57	Moderate	0.4	Optimistic	150	28	4	218	79	0.51	18	Afternoon	Chat Ignored	36	192	67.1	Taurus	Average	Networking
Non-binary	Lesbian	Urban	Middle	Bachelor’s	Cars, Social Activism, Binge-Watching	160	Addicted	0.62	Optimistic	142	18	5	279	68	0.39	8	Morning	Relationship Formed	34	198	92.9	Aries	Slim	Casual Dating
Transgender	Pansexual	Rural	Very High	Associate’s	Motorcycling, Languages, Music	200	Extreme User	0.36	Balanced	133	8	0	422	38	0.57	11	Evening	Catfished	47	176	59.8	Scorpio	Slim	Serious Relationship
Non-binary	Asexual	Remote Area	Very High	PhD	Fashion, Languages, Cooking	175	Addicted	0.06	Choosy	162	13	5	231	73	0.25	19	Evening	Ghosted	47	197	86.2	Taurus	Average	Serious Relationship
Genderfluid	Gay	Rural	Middle	High School	Fashion, Social Activism, Music	64	High	0.68	Optimistic	160	7	6	82	100	0.04	15	Evening	Blocked	43	176	82.1	Capricorn	Plus Size	Serious Relationship

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